RegressionEvaluator#

class capymoa.evaluation.RegressionEvaluator[source]#

Bases: object

Wrapper for the Regression Performance Evaluator from MOA. By default, it uses the MOA BasicRegressionPerformanceEvaluator as moa_evaluator.

__init__(schema=None, window_size=None, moa_evaluator=None)[source]#

get_instances_seen()[source]#

update(y, y_pred: float | None)[source]#

metrics_header()[source]#

metrics()[source]#

metrics_dict()[source]#

metrics_per_window()[source]#

predictions()[source]#

ground_truth_y()[source]#

mae()[source]#

rmse()[source]#

rmae()[source]#

r2()[source]#

adjusted_r2()[source]#